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公开(公告)号：US20220398647A1
公开(公告)日：2022-12-15
申请号：US17347072
申请日：2021-06-14
发明人： Alfa Zareen HISHAM , Jobin JOSE , Saiteja Reddy VENNAPUSA , Satyanarayan SHANBHAG , Swatilekha KAR
IPC分类号： G06Q30/06
摘要： Aspects of the present disclosure include methods, systems, and non-transitory computer readable media for receiving initial planogram data and one or more of traffic data, inventory data, sales data, staff data, or shrink data, wherein the initial planogram data includes initial merchandise placements in a retail store, generating updated planogram data including updated merchandise placements in the retail store, wherein an updated sales revenue associated with the updated merchandise placements is projected to be higher than an initial sales revenue associated with the initial merchandise placements, and providing the updated planogram data.
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公开(公告)号：US20210042509A1
公开(公告)日：2021-02-11
申请号：US16531693
申请日：2019-08-05
发明人： Adeeb N. VALIULLA
摘要： Examples described herein generally relate to a system for monitoring customers in a retail environment. The system includes a plurality of cameras located in different regions of the retail environment, each camera configured to capture a video feed of a respective region. The system includes a computer system comprising a memory and a processor. The system provides the video feed of at least one region of the retail environment to a plurality of machine learning classifiers, each machine learning classifier trained on labeled videos to classify a sequence of images of a customer into a probability certainty of a respective activity being performed by the customer. The system applies the probability certainties of the respective activities of a customer to a set of business rules to determine whether customer activities identified by the probability certainties indicate suspicious behavior. The system provides a notification of the suspicious behavior to a worker.
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公开(公告)号：US20210003809A1
公开(公告)日：2021-01-07
申请号：US16502897
申请日：2019-07-03
发明人： Jeffrey R. RENDLEN
IPC分类号： G02B7/02
摘要： An assembly and a locking member for locking and centering a threaded lens assembly with relation to a lens base is disclosed. The locking member includes a threaded through hole configured to thread onto one of a threaded lens base or the threaded lens assembly. The locking member further includes an interlocking portion configured to engage with a receiving portion of the other of the threaded lens base or a threaded lens assembly, wherein the engagement between the interlocking portion and the receiving portion prevents the threaded lens assembly from moving with relation to the lens base.
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公开(公告)号：US09734388B2
公开(公告)日：2017-08-15
申请号：US15057908
申请日：2016-03-01
CPC分类号： G06K9/00335 , G06F17/30268 , G06K9/00778 , G06T7/20 , G06T7/73 , G07C9/00 , G07C9/00111
摘要： A method for counting and tracking defined objects includes the step of receiving subset data with a data capturing device, wherein the subset data is associated with defined objects and includes a unique identifier, an entry time, an exit time, and location data for each defined object. The method further includes the steps of receiving subset data at a counting system, counting the defined objects, tracking the defined objects, associating a location of a defined object with a predefined area, and/or generating path data by plotting X and Y coordinates for the defined object within the predefined area at sequential time periods.
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5.发明申请System and Process for Detecting, Tracking and Counting Human Objects of Interest 有权检测，跟踪和计数人类对象的系统和过程公开(公告)号：US20120314905A1
公开(公告)日：2012-12-13
申请号：US13559824
申请日：2012-07-27
申请人： Zhiqian Wang , William C. Kastilahn
发明人： Zhiqian Wang , William C. Kastilahn
IPC分类号： G06K9/00
CPC分类号： G06T7/2093 , G06K9/00771 , G06K9/209 , G06K9/3241 , G06K9/6201 , G06K9/6255 , G06K2009/3291 , G06T7/285 , G06T7/292 , G06T2207/10016 , G06T2207/10021 , G06T2207/30242
摘要： A method of identifying, tracking, and counting objects of interest based upon at least one pair of stereo image frames taken by at least one image capturing device comprises the steps of: obtaining said at least one pair of stereo image frames and converting each said stereo image frame to a rectified image frame using calibration data obtained from said at least one image capturing device; identifying the presence or absence of said objects of interest and comparing each of said objects of interest to existing tracks comprising previously identified objects of interest; and for each said presence of an object of interest, adding said object of interest to one of said existing tracks if said object of interest matches said one existing track, or creating a new track comprising said object of interest if said object of interest does not match any of said existing tracks.
摘要翻译： 基于由至少一个图像拍摄装置拍摄的至少一对立体图像帧来识别，跟踪和计数感兴趣对象的方法包括以下步骤：获得所述至少一对立体图像帧并将每个所述立体声转换 使用从所述至少一个图像捕获装置获得的校准数据将图像帧映射到整流图像帧; 识别所述感兴趣对象的存在或不存在，并将所述感兴趣对象中的每一个与包括先前识别的感兴趣对象的现有轨迹进行比较; 并且对于感兴趣对象的每个所述存在，将所述感兴趣对象添加到所述现有曲目之一，如果所述感兴趣对象与所述一条现有曲目相匹配，或者如果所述感兴趣对象不包含所述感兴趣对象，则创建包含所述感兴趣对象的新曲目 匹配任何所述现有轨道。
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6.发明授权System and process for detecting, tracking and counting human objects of interest 有权用于检测，跟踪和计数人感兴趣的物体的系统和过程公开(公告)号：US07965866B2
公开(公告)日：2011-06-21
申请号：US11773254
申请日：2007-07-03
申请人： Zhiqian Wang , William C. Kastilahn
发明人： Zhiqian Wang , William C. Kastilahn
IPC分类号： G06K9/00
CPC分类号： G06T7/2093 , G06K9/00771 , G06K9/209 , G06K9/3241 , G06K9/6201 , G06K9/6255 , G06K2009/3291 , G06T7/285 , G06T7/292 , G06T2207/10016 , G06T2207/10021 , G06T2207/30242
摘要： A method of identifying, tracking, and counting human objects of interest based upon at least one pair of stereo image frames taken by at least one image capturing device, comprising the steps of: obtaining said stereo image frames and converting each said stereo image frame to a rectified image frame using calibration data obtained for said at least one image capturing device; generating a disparity map based upon a pair of said rectified image frames; generating a depth map based upon said disparity map and said calibration data; identifying the presence or absence of said objects of interest from said depth map and comparing each of said objects of interest to existing tracks comprising previously identified objects of interest; for each said presence of an object of interest, adding said object of interest to one of said existing tracks if said object of interest matches said one existing track, or creating a new track comprising said object of interest if said object of interest does not match any of said existing tracks; updating each said existing track; and maintaining a count of said objects of interest in a given time period based upon said existing tracks created or modified during said given time period.
摘要翻译： 一种基于由至少一个图像拍摄装置拍摄的至少一对立体图像帧来识别，跟踪和计数人感兴趣的对象的方法，包括以下步骤：获得所述立体图像帧并将每个所述立体图像帧转换为 使用为所述至少一个图像捕获装置获得的校准数据的整流图像帧; 基于一对所述整流图像帧生成视差图; 基于所述视差图和所述校准数据生成深度图; 从所述深度图识别所述感兴趣对象的存在或不存在，并将所述感兴趣对象中的每一个与包含先前识别的感兴趣对象的现有轨迹进行比较; 对于感兴趣对象的每个所述存在，将所述感兴趣对象添加到所述现有轨道之一，如果所述感兴趣对象与所述一个现有轨迹相匹配，或者如果所述感兴趣对象不匹配则创建包括所述感兴趣对象的新轨迹 任何所述现有轨道; 更新每个现有的轨道; 以及基于在所述给定时间段期间创建或修改的所述现有轨道，在给定时间段内保持所述感兴趣对象的计数。
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公开(公告)号：US11450197B2
公开(公告)日：2022-09-20
申请号：US16783043
申请日：2020-02-05
摘要： Example implementations include a method, apparatus and computer-readable medium of controlling a security system by a computer device, comprising receiving device metadata associated with a device in communication with a wireless communication access point. The implementations further include determining that the device metadata comprises matched device metadata based on a match with one of a plurality of previously-identified device metadata in a historical database that stores the plurality of previously-identified device metadata in association with one or more of a plurality of security breach events and a corresponding one of a plurality of security breach probability values. Additionally, the implementations further include determining that the matched device metadata corresponds with a security breach probability value that exceeds a security breach probability threshold. Additionally, the implementations further include generating an alert and sending the alert to a security system device, wherein the alert is configured to initiate a security function.
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公开(公告)号：US20220148321A1
公开(公告)日：2022-05-12
申请号：US17582760
申请日：2022-01-24
发明人： Zhiqian WANG , William C. KASTILAHN
摘要： A method of identifying, tracking, and counting human objects of interest based upon at least one pair of stereo image frames taken by at least one image capturing device, comprising the steps of: obtaining said stereo image frames and converting each said stereo image frame to a rectified image frame using calibration data obtained for said at least one image capturing device; generating a disparity map based upon a pair of said rectified image frames; generating a depth map based upon said disparity map and said calibration data; identifying the presence or absence of said objects of interest from said depth map and comparing each of said objects of interest to existing tracks comprising previously identified objects of interest; for each said presence of an object of interest, adding said object of interest to one of said existing tracks if said object of interest matches said one existing track, or creating a new track comprising said object of interest if said object of interest does not match any of said existing tracks; updating each said existing track; and maintaining a count of said objects of interest in a given time period based upon said existing tracks created or modified during said given time period.
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公开(公告)号：US11232326B2
公开(公告)日：2022-01-25
申请号：US16786436
申请日：2020-02-10
发明人： Zhiqian Wang , William C. Kastilahn
摘要： A method of identifying, tracking, and counting human objects of interest based upon at least one pair of stereo image frames taken by at least one image capturing device, comprising the steps of: obtaining said stereo image frames and converting each said stereo image frame to a rectified image frame using calibration data obtained for said at least one image capturing device; generating a disparity map based upon a pair of said rectified image frames; generating a depth map based upon said disparity map and said calibration data; identifying the presence or absence of said objects of interest from said depth map and comparing each of said objects of interest to existing tracks comprising previously identified objects of interest; for each said presence of an object of interest, adding said object of interest to one of said existing tracks if said object of interest matches said one existing track, or creating a new track comprising said object of interest if said object of interest does not match any of said existing tracks; updating each said existing track; and maintaining a count of said objects of interest in a given time period based upon said existing tracks created or modified during said given time period.
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10.发明申请System And Method For Detecting, Tracking And Counting Human Objects Of Interest Using A Counting System And A Data Capture Device 有权使用计数系统和数据采集设备检测，跟踪和计数人感兴趣的对象的系统和方法公开(公告)号：US20140079282A1
公开(公告)日：2014-03-20
申请号：US13622083
申请日：2012-09-18
IPC分类号： G06K9/00
CPC分类号： G06K9/00335 , G06F17/30268 , G06K9/00778 , G06T7/20 , G06T7/73 , G07C9/00 , G07C9/00111
摘要： A system for counting and tracking objects of interest within a predefined area with a sensor that captures object data and a data capturing device that receives subset data to produce reports that provide information related to a time, geographic, behavioral, or demographic dimension.
摘要翻译： 用于利用捕获对象数据的传感器计数和跟踪在预定义区域内的感兴趣对象的系统，以及接收子集数据以产生提供与时间，地理，行为或人口维度相关的信息的报告的数据捕获设备的系统。
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